Jyothisha J. Nair

According to our database, Jyothisha J. Nair authored at least 25 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

FedHSP: A Robust Federated Learning Framework Coherently Addressing Heterogeneity, Security, and Performance Challenges.

Divya G. Nair, C. V. Aswartha Narayana, K. Jaideep Reddy, Jyothisha J. Nair

IEEE Access, 2025

Advancing Breast Cancer Detection: SE-Conformer Framework for Malignancy Detection in Histopathology Images.

Lekha S. Nair, K. R. Amarnath, Jyothisha J. Nair

IEEE Access, 2025

2024

Unleashing the Power of Hierarchical Variational Autoencoder for Predicting Breast Cancer.

V. Sreelekshmi, Keechilat Pavithran, Jyothisha J. Nair

IEEE Access, 2024

SwinCNN: An Integrated Swin Transformer and CNN for Improved Breast Cancer Grade Classification.

V. Sreelekshmi, Keechilat Pavithran, Jyothisha J. Nair

IEEE Access, 2024

Evolution of Hybrid Multi-modal Action Recognition: From DA-CNN+Bi-GRU to EfficientNet-CNN-ViT.

Adars Thazhayamkotath Mana Subramanian, Anagha S. Menon, Vaishnav Reghunath, Jyothisha J. Nair, Akhil Kalathiparambil Asokakumar, Nandagopal Jayagopal

Proceedings of the Pattern Recognition. ICPR 2024 International Workshops and Challenges, 2024

2023

Vision Based Gesture Recognition.

Hrishikesh P. S, Akshay V, Anugraha K, T. R. Hari Subramaniam, Jyothisha J. Nair

Proceedings of the International Conference on Machine Learning and Data Engineering, 2023

Transfer Learning-based Object Detection Models for Improved Diagnosis of Tomato Leaf Disease.

Neeraj S. Kumar, Jyothika Sony, Arathi Premkumar, Meenakshi R, Jyothisha J. Nair

Proceedings of the International Conference on Machine Learning and Data Engineering, 2023

Wheat Disease Detection And Growth Stage Monitoring Using Deep Learning Architectures.

Stephi S, Jyothisha J. Nair

Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

2022

A novel SPLIT-SIM approach for efficient image retrieval.

Aiswarya S. Kumar, Jyothisha J. Nair

Multim. Syst., 2022

A privacy preserving diagnostic collaboration framework for facial paralysis using federated learning.

Divya G. Nair, Jyothisha J. Nair, K. Jaideep Reddy, C. V. Aswartha Narayana

Eng. Appl. Artif. Intell., 2022

Scene Graph Generation Using Depth, Spatial, and Visual Cues in 2D Images.

Aiswarya S. Kumar, Jyothisha J. Nair

IEEE Access, 2022

Influence Minimization With Node Surveillance in Online Social Networks.

Jo Cheriyan, Jyothisha J. Nair

IEEE Access, 2022

2019

Pair wise training for stacked convolutional autoencoders using small scale images.

Aiswarya S. Kumar, Jyothisha J. Nair

J. Intell. Fuzzy Syst., 2019

Coreference Resolution in Ambiguous Pronouns Using BERT and SVM.

Monisha Mohan, Jyothisha J. Nair

Proceedings of the 9th International Symposium on Embedded Computing and System Design, 2019

2018

ex-FTCD: A novel mapreduce model for distributed multi source shortest path problem.

R. G. Gayathri, Jyothisha J. Nair

J. Intell. Fuzzy Syst., 2018

Construction of Multiplicative Graph Spanners using Minimum Connected Dominating Set with Bounded Diameter.

Praneeth Tatikonda, Harsha Kuppili, Avinash Paila, Jayakumar Pail, Jyothisha J. Nair

Proceedings of the 2018 International Conference on Advances in Computing, 2018

Optimization of Gaussian Membership Functions using Unscented Kalman Filter.

S. Deepak, R. Aiswarya, C. Aparna, Jyothisha J. Nair

Proceedings of the 2018 International Conference on Advances in Computing, 2018

Commercial Mango Juice Classification Using Fuzzy Logic.

Nellissery Cheryl, Anto Jaya, S. Krishnapriya, Jyothisha J. Nair

Proceedings of the 2018 International Conference on Advances in Computing, 2018

2017

Improvised Apriori with frequent subgraph tree for extracting frequent subgraphs.

Jyothisha J. Nair, Susanna Thomas

J. Intell. Fuzzy Syst., 2017

All pair shortest path using distributed architectures.

Sakshi Vaid, Rene Salih, R. G. Gayathri, Jyothisha J. Nair

Proceedings of the 2017 International Conference on Advances in Computing, 2017

2016

A survey on extracting frequent subgraphs.

Susanna Thomas, Jyothisha J. Nair

Proceedings of the 2016 International Conference on Advances in Computing, 2016

Interactive learning system for the hearing impaired and the vocally challenged.

N. Hrishikesh, Jyothisha J. Nair

Proceedings of the 2016 International Conference on Advances in Computing, 2016

Image convolution optimization using sparse matrix vector multiplication technique.

B. Bipin, Jyothisha J. Nair

Proceedings of the 2016 International Conference on Advances in Computing, 2016

2012

Speckle Noise Reduction Using Fourth Order Complex Diffusion Based Homomorphic Filter.

Jyothisha J. Nair, V. K. Govindan

Proceedings of the Advances in Computing and Information Technology - Proceedings of the Second International Conference on Advances in Computing and Information Technology (ACITY) July 13-15, 2012, Chennai, India, 2012

2011

Automatic segmentation of MR brain images.

Jyothisha J. Nair, V. K. Govindan

Proceedings of the 2011 International Conference on Communication, 2011